Francesca Ronchini

According to our database, Francesca Ronchini authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

AI-Assisted Music Production: A User Study on Text-to-Music Models.

Francesca Ronchini, Luca Comanducci, Simone Marcucci, Fabio Antonacci

CoRR, September, 2025

Mitigating data replication in text-to-audio generative diffusion models through anti-memorization guidance.

Francisco Messina, Francesca Ronchini, Luca Comanducci, Paolo Bestagini, Fabio Antonacci

CoRR, September, 2025

Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models.

Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci

CoRR, May, 2025

Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification.

Francesca Ronchini, Ho-Hsiang Wu, Wei-Cheng Lin, Fabio Antonacci

Proceedings of the IEEE International Conference on Acoustics, 2025

MambaFoley: Foley Sound Generation using Selective State-Space Models.

Marco Furio Colombo, Francesca Ronchini, Luca Comanducci, Fabio Antonacci

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

PAGURI: a user experience study of creative interaction with text-to-music models.

Francesca Ronchini, Luca Comanducci, Gabriele Perego, Fabio Antonacci

CoRR, 2024

Synthesizing Soundscapes: Leveraging Text-to-Audio Models for Environmental Sound Classification.

Francesca Ronchini, Luca Comanducci, Fabio Antonacci

CoRR, 2024

Performance and Energy Balance: A Comprehensive Study of State-of-the-Art Sound Event Detection Systems.

Francesca Ronchini, Romain Serizel

Proceedings of the IEEE International Conference on Acoustics, 2024

Room Transfer Function Reconstruction Using Complex-valued Neural Networks and Irregularly Distributed Microphones.

Francesca Ronchini, Luca Comanducci, Mirco Pezzoli, Fabio Antonacci, Augusto Sarti

Proceedings of the 32nd European Signal Processing Conference, 2024

2022

A Benchmark of State-of-the-Art Sound Event Detection Systems Evaluated on Synthetic Soundscapes.

Francesca Ronchini, Romain Serizel

Proceedings of the IEEE International Conference on Acoustics, 2022

Description and Analysis of Novelties Introduced in DCASE Task 4 2022 on the Baseline System.

Francesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

The Impact of Non-Target Events in Synthetic Soundscapes for Sound Event Detection.

Francesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020

Sound Event Localization and Detection Based on CRNN using Rectangular Filters and Channel Rotation Data Augmentation.

Francesca Ronchini, Daniel Arteaga, Andrés Pérez-López

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020